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CNN application for automated determination of the patient’s size to obtain the size-specific dose estimated in CT

Biomedical Physics & Engineering Express
Abstract Introduction. The currently available dosimetry techniques in computed tomography can be inaccurate which overestimate the absorbed dose. Therefore, we aimed to provide an automated and fast methodology to more accurately calculate the SSDE using
Erik R Hernández-Dávila   +5 more
openaire   +2 more sources

Radiation dose in chest CT: Assessment of size-specific dose estimates based on water-equivalent correction

Physica Medica, 2016
In the setting of thorax Computed Tomography (CT), the main purpose of this work is to quantify differences in Size-Specific Dose Estimate (SSDE), calculated on the basis of both effective diameter and water-equivalent diameter, accounting for patient size and tissue attenuation, respectively.An in-house software was developed to measure water ...
M, Gabusi   +4 more
openaire   +2 more sources

Evolved size-specific dose estimates for patient-specific organ doses from chest CT scans based on hybrid patient size vectors

Physical and Engineering Sciences in Medicine
This study aims to develop a neural network-based method for predicting patient-specific organ doses from chest CT scans, utilizing hybrid patient size vectors for enhanced computational efficiency, accuracy, and generality. A dataset of 705 chest CT scans was retrospectively analyzed to construct predictive models for organ dose estimation.
Wencheng Shao   +6 more
openaire   +2 more sources

Patient centering effects on Size-Specific Dose Estimates (SSDE)

2017
Background/Introduction: The concept of Size-Specific Dose Estimates (SSDE) for refining computed tomography (CT) dosimetry has been proposed in the Report of the American Association of Physicists in Medicine (AAPM) Task Group 204.[1] The present conventional metrics for...
openaire   +1 more source

Introduction and evaluation of size-specific DLP for radiation dose estimation in CT examinations

Journal of Radiological Protection
Abstract The increased utilization of computed tomography (CT) has raised concerns about patient radiation exposure. Effective dose (ED), which requires precise estimation, is crucial for assessing and managing these risks. Traditional ED estimation methods, which are based on the dose-length product (DLP), often lack accuracy due to ...
Yutaka Dendo   +5 more
openaire   +2 more sources

8. Patient Size-Specific Dose Estimation

Journal of the ICRU, 2012
J. M. Boone   +6 more
openaire   +2 more sources

Size specific dose estimation in pediatric CT: preliminary study and conversion factors

Radiation Protection Dosimetry
Abstract The objective of this paper is to compare the differences between volumetric CT dose index (CTDIVOL) and size-specific dose estimate (SSDEWED) based on water equivalent diameter (WED) in radiation dose measurement, and explore a new method for fast calculation of SSDEWED.
Jian Zhang, Xiaojun Zhang
openaire   +2 more sources

Improved Estimates of Trunk and Head CT Radiation Dose: Development of Size-Specific Dose Estimate

Journal of the American College of Radiology, 2020
Keith J, Strauss   +2 more
openaire   +2 more sources

Exploring the correlation between effective dose and BMI-based size-specific dose estimate in CT angiography

European Journal of Radiology
Computed tomography angiography (CTA) is a widely used diagnostic tool, but concerns about radiation exposure necessitate accurate dose estimation. This study investigates the correlation between Effective Dose (ED) and Size-Specific Dose Estimate (SSDE) estimated from the patient's body mass index (BMI) in CTA to evaluate the utility of SSDE-BMI as a ...
Hariwan A, Mohammed   +3 more
openaire   +2 more sources

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Ca-A Cancer Journal for Clinicians, 2021
Rebecca L. Siegel   +2 more
exaly  

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